Identifying Surgical Instruments in Laparoscopy Using Deep Learning Instance Segmentation.
Sabrina KletzKlaus SchoeffmannJenny Benois-PineauHeinrich HussleinPublished in: CBMI (2019)
Keyphrases
- deep learning
- surgical instruments
- level set
- unsupervised learning
- machine learning
- segmentation algorithm
- image segmentation
- segmentation method
- weakly supervised
- mental models
- minimally invasive surgery
- image processing
- multiscale
- energy function
- medical images
- medical imaging
- intraoperative
- object segmentation
- training set
- model selection
- x ray
- laparoscopic surgery
- supervised learning